FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3123372968> ?p ?o ?g. }

• W3123372968 endingPage "13" @default.
• W3123372968 startingPage "1" @default.
• W3123372968 abstract "Deep palmprint recognition has become an emerging issue with great potential for personal authentication on handheld and wearable consumer devices. Previous studies of palmprint recognition are mainly based on constrained data sets collected by dedicated devices in controlled environments, which has to reduce the flexibility and convenience. In addition, general deep palmprint recognition algorithms are often too heavy to meet the real-time requirements of embedded system. In this article, a new palmprint benchmark is established, which consists of more than 20 000 images collected by five brands of smartphones in an unconstrained manner. Each image has been manually labeled with 14 key points for the region of interest (ROI) extraction. Furthermore, a novel deep distillation hashing (DDH) algorithm is proposed as a benchmark for efficient deep palmprint recognition. Palmprint images are converted to binary codes to improve the efficiency of feature matching. Derived from knowledge distillation, new distillation loss functions are constructed to compress the deep model to further improve the efficiency of feature extraction on the light network. Comprehensive experiments are conducted on both constrained and unconstrained palmprint databases. Using DDH, the accuracy of palmprint identification can be increased by up to 11.37%, and the equal error rate (EER) of palmprint verification can be reduced by up to 3.11%. The results indicate the potential of our database, and DDH can outperform other baselines to achieve the state-of-the-art performance. The collected data set is publicly available at http://gr.xjtu.edu.cn/web/bell/resource ." @default.
• W3123372968 created "2021-02-01" @default.
• W3123372968 creator A5001001983 @default.
• W3123372968 creator A5020071899 @default.
• W3123372968 creator A5062833517 @default.
• W3123372968 date "2021-01-01" @default.
• W3123372968 modified "2023-10-12" @default.
• W3123372968 title "Deep Distillation Hashing for Unconstrained Palmprint Recognition" @default.
• W3123372968 cites W1974900975 @default.
• W3123372968 cites W1995519336 @default.
• W3123372968 cites W2010954356 @default.
• W3123372968 cites W2034114524 @default.
• W3123372968 cites W2064555661 @default.
• W3123372968 cites W2066730687 @default.
• W3123372968 cites W2084237998 @default.
• W3123372968 cites W2103729193 @default.
• W3123372968 cites W2140959843 @default.
• W3123372968 cites W2144025519 @default.
• W3123372968 cites W2159577413 @default.
• W3123372968 cites W2468064467 @default.
• W3123372968 cites W2518263381 @default.
• W3123372968 cites W2548447358 @default.
• W3123372968 cites W2578457868 @default.
• W3123372968 cites W2592335154 @default.
• W3123372968 cites W2606063865 @default.
• W3123372968 cites W2615293002 @default.
• W3123372968 cites W2620727906 @default.
• W3123372968 cites W2738649458 @default.
• W3123372968 cites W2739879705 @default.
• W3123372968 cites W2769324646 @default.
• W3123372968 cites W2803937589 @default.
• W3123372968 cites W2824186846 @default.
• W3123372968 cites W2884006160 @default.
• W3123372968 cites W2887783173 @default.
• W3123372968 cites W2888620059 @default.
• W3123372968 cites W2908401002 @default.
• W3123372968 cites W2921595296 @default.
• W3123372968 cites W2922191826 @default.
• W3123372968 cites W2936864631 @default.
• W3123372968 cites W2940927497 @default.
• W3123372968 cites W2946300279 @default.
• W3123372968 cites W2947147187 @default.
• W3123372968 cites W2963140444 @default.
• W3123372968 cites W2964005298 @default.
• W3123372968 cites W2964158883 @default.
• W3123372968 cites W2966065417 @default.
• W3123372968 cites W2967716061 @default.
• W3123372968 cites W2975173965 @default.
• W3123372968 cites W2990686905 @default.
• W3123372968 cites W2999529733 @default.
• W3123372968 cites W3006654643 @default.
• W3123372968 cites W3022425438 @default.
• W3123372968 cites W3099940802 @default.
• W3123372968 cites W3103722964 @default.
• W3123372968 cites W3109689953 @default.
• W3123372968 cites W4240108565 @default.
• W3123372968 cites W4243097765 @default.
• W3123372968 doi "https://doi.org/10.1109/tim.2021.3053991" @default.
• W3123372968 hasPublicationYear "2021" @default.
• W3123372968 type Work @default.
• W3123372968 sameAs 3123372968 @default.
• W3123372968 citedByCount "15" @default.
• W3123372968 countsByYear W31233729682021 @default.
• W3123372968 countsByYear W31233729682022 @default.
• W3123372968 countsByYear W31233729682023 @default.
• W3123372968 crossrefType "journal-article" @default.
• W3123372968 hasAuthorship W3123372968A5001001983 @default.
• W3123372968 hasAuthorship W3123372968A5020071899 @default.
• W3123372968 hasAuthorship W3123372968A5062833517 @default.
• W3123372968 hasConcept C153180895 @default.
• W3123372968 hasConcept C154945302 @default.
• W3123372968 hasConcept C185592680 @default.
• W3123372968 hasConcept C204030448 @default.
• W3123372968 hasConcept C38652104 @default.
• W3123372968 hasConcept C41008148 @default.
• W3123372968 hasConcept C43617362 @default.
• W3123372968 hasConcept C99138194 @default.
• W3123372968 hasConceptScore W3123372968C153180895 @default.
• W3123372968 hasConceptScore W3123372968C154945302 @default.
• W3123372968 hasConceptScore W3123372968C185592680 @default.
• W3123372968 hasConceptScore W3123372968C204030448 @default.
• W3123372968 hasConceptScore W3123372968C38652104 @default.
• W3123372968 hasConceptScore W3123372968C41008148 @default.
• W3123372968 hasConceptScore W3123372968C43617362 @default.
• W3123372968 hasConceptScore W3123372968C99138194 @default.
• W3123372968 hasFunder F4320321001 @default.
• W3123372968 hasFunder F4320324173 @default.
• W3123372968 hasFunder F4320335787 @default.
• W3123372968 hasFunder F4320338464 @default.
• W3123372968 hasLocation W31233729681 @default.
• W3123372968 hasOpenAccess W3123372968 @default.
• W3123372968 hasPrimaryLocation W31233729681 @default.
• W3123372968 hasRelatedWork W1970866180 @default.
• W3123372968 hasRelatedWork W2033914206 @default.
• W3123372968 hasRelatedWork W2163831990 @default.
• W3123372968 hasRelatedWork W2357865405 @default.
• W3123372968 hasRelatedWork W2363973839 @default.
• W3123372968 hasRelatedWork W2387380422 @default.

• next